This data set counts the number of punctuation from works of a selected list of authors. These authors are from US (1 from Canada), UK, and France and range from 14th to the 21st century. The idea of this analysis is to demonstrate that the use of punctuation can roughly represent style and can therefore differentiate authors of different style, background, and fields. Here, we include two analyses: one with balanced sample sizes (each group has the same number of authors), and the other with unbalanced sample sizes (the original selected set).
The balanced data set has 15 authors in these 7 groups:
| ~18th | 19th | 20th+ | |
|---|---|---|---|
| French | 15 | 15 | 15 |
| British | : 15 : | 15 | 15 |
| American | ^^ | - | 15 |
dica.blnc <- tepDICA.inference.battery(FrEnAuthors.blncC, make_data_nominal = FALSE,
blnc.dx.disj, make_design_nominal = FALSE, symmetric = TRUE, graphs = FALSE)
## [1] "It is estimated that your iterations will take 0.07 minutes."
## [1] "R is not in interactive() mode. Resample-based tests will be conducted. Please take note of the progress bar."
## ================================================================================
rownames(dica.blnc$Fixed.Data$TExPosition.Data$fi) <- sub(".","", rownames(dica.blnc$Fixed.Data$TExPosition.Data$fi))
colnames(dica.blnc$Fixed.Data$TExPosition.Data$fi) <- paste0("Component ", c(1:ncol(dica.blnc$Fixed.Data$TExPosition.Data$fi)))
colnames(dica.blnc$Fixed.Data$TExPosition.Data$fj) <- paste0("Component ", c(1:ncol(dica.blnc$Fixed.Data$TExPosition.Data$fj)))
colnames(dica.blnc$Fixed.Data$TExPosition.Data$fii) <- paste0("Component ", c(1:ncol(dica.blnc$Fixed.Data$TExPosition.Data$fii)))
PlotScree(dica.blnc$Fixed.Data$TExPosition.Data$eigs)
## Warning: Ignoring unknown aesthetics: text
## Warning: Removed 32 rows containing missing values (geom_point).
## Warning: Ignoring unknown aesthetics: text
The unbalanced data set includes 160 authors of these 8 groups:
| ~18th | 19th | 20th+ | |
|---|---|---|---|
| French | 16 | 28 | 19 |
| British | 11 | 28 | 22 |
| American | 14 | 22 |
| , | . | ? | ! | : | ; | ’ | “«» | -– | |
|---|---|---|---|---|---|---|---|---|---|
| Hamilton, Francis | 14829 | 7872 | 6 | 0 | 64 | 880 | 0 | 0 | 521 |
| Chaucer, Geoffrey | 215670 | 252362 | 2599 | 3610 | 6542 | 62830 | 40369 | 8462 | 30497 |
| Bacon, Francis | 25849 | 8790 | 147 | 13 | 1204 | 4704 | 638 | 632 | 919 |
| Hobbes, Thomas | 23666 | 6453 | 178 | 0 | 1302 | 5005 | 0 | 1458 | 757 |
| Lovelace, Richard | 6768 | 4771 | 204 | 387 | 438 | 905 | 2214 | 425 | 1768 |
| Milton, John | 40788 | 15336 | 1210 | 532 | 3079 | 5120 | 8589 | 1597 | 4119 |
| Shakespeare, William | 360569 | 421321 | 41442 | 21026 | 66454 | 44985 | 94898 | 4173 | 50614 |
| Darwin, Erasmus | 55208 | 45137 | 440 | 538 | 863 | 11743 | 2997 | 948 | 10434 |
| Defoe, Daniel | 251542 | 58788 | 3444 | 1187 | 6388 | 41434 | 20414 | 10447 | 15910 |
| Johnson, Samuel | 235691 | 84053 | 2987 | 1458 | 6765 | 32499 | 11164 | 7658 | 9975 |
| Swift, Jonathan | 133806 | 64109 | 2788 | 1482 | 9150 | 20732 | 11810 | 10730 | 13005 |
| Tyson, Edward | 3588 | 2321 | 17 | 2 | 420 | 389 | 345 | 232 | 276 |
| Austen, Jane | 65489 | 40571 | 2858 | 3764 | 1046 | 11478 | 1459 | 2580 | 4607 |
| Babbage, Charles | 12091 | 6986 | 105 | 5 | 460 | 1546 | 353 | 202 | 1296 |
| Blake, William | 1638 | 662 | 134 | 153 | 177 | 252 | 305 | 152 | 111 |
| Brontë, Anne | 21839 | 8309 | 1270 | 1226 | 1236 | 3468 | 0 | 0 | 1120 |
| Brontë, Charlotte | 57259 | 33734 | 4832 | 3097 | 4897 | 12116 | 4156 | 15139 | 16274 |
| Brontë, Emily | 9892 | 5142 | 779 | 1329 | 1173 | 1896 | 0 | 0 | 572 |
| Carroll, Lewis | 38940 | 29554 | 3310 | 7241 | 4107 | 4051 | 10872 | 20962 | 34327 |
| Coleridge, Samuel Taylor | 235188 | 149158 | 9194 | 24720 | 15408 | 24092 | 47845 | 16094 | 64949 |
| Darwin, Charles | 395756 | 294345 | 2904 | 1496 | 17512 | 56912 | 35116 | 25426 | 88464 |
| Dickens, Charles | 680618 | 334232 | 35756 | 45442 | 12391 | 66333 | 162004 | 75227 | 116988 |
| Disraeli, Benjamin, Earl of Beaconsfield | 144327 | 82700 | 8322 | 10218 | 4458 | 22106 | 34641 | 14951 | 12477 |
| Eliot, George | 156461 | 98647 | 7229 | 3919 | 6091 | 18817 | 20369 | 29340 | 39632 |
| Engels, Friedrich | 22865 | 11954 | 288 | 124 | 414 | 1552 | 955 | 2421 | 4004 |
| Faraday, Michael | 24341 | 16028 | 139 | 37 | 530 | 2510 | 247 | 146 | 8813 |
| FitzGerald, Edward | 18827 | 15598 | 591 | 643 | 3838 | 2900 | 5652 | 142 | 4913 |
| Huxley, Thomas Henry | 167348 | 83009 | 3054 | 816 | 4762 | 18665 | 12432 | 29748 | 35657 |
| Keats, John | 19396 | 11394 | 808 | 1168 | 1375 | 2491 | 4535 | 1549 | 11160 |
| Lamb, Charles | 20630 | 10828 | 824 | 809 | 559 | 2610 | 2694 | 2952 | 6542 |
| Malthus, T. R. (Thomas Robert) | 6851 | 2435 | 59 | 5 | 78 | 453 | 208 | 20 | 296 |
| Marx, Karl | 12629 | 7063 | 178 | 46 | 257 | 1048 | 165 | 291 | 1411 |
| Moore, Thomas | 132276 | 53367 | 2928 | 5917 | 4015 | 13176 | 24822 | 22491 | 46205 |
| Roget, Peter Mark | 55687 | 27905 | 52 | 659 | 124 | 32954 | 2369 | 1628 | 1946 |
| Scott, Walter | 843699 | 307616 | 25570 | 24394 | 8968 | 74870 | 113602 | 162457 | 185569 |
| Scott, Walter Dill | 3108 | 3685 | 44 | 0 | 75 | 316 | 820 | 0 | 882 |
| Shelley, Mary Wollstonecraft | 25738 | 12591 | 857 | 1076 | 785 | 5220 | 1382 | 2198 | 5605 |
| Spencer, Herbert | 42248 | 18851 | 927 | 107 | 1388 | 6784 | 1280 | 2961 | 9858 |
| Stevenson, Robert Louis | 396441 | 222781 | 17584 | 16692 | 10781 | 79020 | 46422 | 83869 | 71157 |
| Wilde, Oscar | 68412 | 57963 | 4250 | 4249 | 2376 | 4849 | 8622 | 1892 | 9226 |
| Christie, Agatha | 8723 | 11929 | 1806 | 1060 | 285 | 106 | 0 | 0 | 2172 |
| Churchill, Winston | 297911 | 245358 | 20343 | 10800 | 4986 | 15893 | 68836 | 137925 | 74980 |
| Conrad, Joseph | 132188 | 132350 | 9837 | 9546 | 3585 | 9902 | 24900 | 47824 | 41679 |
| Doyle, Arthur Conan | 260327 | 191878 | 17965 | 14250 | 1709 | 6736 | 40092 | 79196 | 44164 |
| Fleming, J. A. (John Ambrose), Sir | 3502 | 2269 | 0 | 0 | 54 | 208 | 153 | 142 | 520 |
| Graves, Robert | 4599 | 2703 | 226 | 253 | 265 | 446 | 552 | 434 | 1163 |
| Hardy, Thomas | 169233 | 117122 | 13061 | 14082 | 3939 | 17992 | 58653 | 11289 | 42599 |
| Huxley, Aldous | 9577 | 9694 | 783 | 434 | 281 | 989 | 2196 | 3785 | 2329 |
| Joyce, James | 24366 | 31406 | 3206 | 2330 | 3487 | 409 | 0 | 0 | 755 |
| Kipling, Rudyard | 192428 | 157438 | 16873 | 19546 | 4099 | 15147 | 117131 | 58843 | 95887 |
| Kobbé, Gustav | 34008 | 18897 | 341 | 791 | 779 | 1590 | 4242 | 9634 | 5538 |
| Lawrence, D. H. (David Herbert) | 118244 | 105982 | 10471 | 6722 | 3759 | 2729 | 26705 | 37777 | 28273 |
| Maugham, W. Somerset (William Somerset) | 82588 | 121671 | 10735 | 4017 | 1767 | 9005 | 41005 | 18526 | 12954 |
| Potter, Beatrix | 4557 | 5265 | 452 | 1100 | 96 | 1173 | 778 | 2646 | 3234 |
| Russell, George William | 14382 | 8692 | 610 | 401 | 780 | 1702 | 698 | 1785 | 3059 |
| Saki | 27119 | 17303 | 1125 | 372 | 486 | 3179 | 4335 | 7801 | 6443 |
| Shaw, Bernard | 78202 | 105320 | 12188 | 8285 | 8888 | 10922 | 18094 | 18544 | 16243 |
| Wallace, Alfred Russel | 65106 | 33915 | 265 | 171 | 916 | 5909 | 2268 | 3189 | 15843 |
| Wallace, Edgar | 65916 | 55897 | 6577 | 3668 | 751 | 2529 | 18194 | 58979 | 20852 |
| Wodehouse, P. G. (Pelham Grenville) | 150221 | 176614 | 20767 | 14274 | 1217 | 3885 | 70706 | 76091 | 38596 |
| Woolf, Virginia | 30455 | 21661 | 2234 | 1026 | 290 | 2985 | 1029 | 2348 | 3843 |
| Yeats, W. B. (William Butler) | 69240 | 42045 | 2977 | 1796 | 1608 | 6353 | 8879 | 3837 | 8579 |
| Adams, Samuel | 23053 | 14934 | 535 | 205 | 762 | 2217 | 1131 | 2259 | 4141 |
| Franklin, Benjamin | 113803 | 53353 | 1707 | 794 | 3160 | 12616 | 10341 | 7551 | 22454 |
| Paine, Thomas | 70776 | 31750 | 1268 | 366 | 1708 | 8293 | 1920 | 4131 | 5728 |
| Cooper, Susan Fenimore | 20133 | 10945 | 899 | 592 | 254 | 3941 | 2042 | 7903 | 4467 |
| Hawthorne, Nathaniel | 283940 | 112810 | 5729 | 10320 | 1067 | 28455 | 15439 | 37913 | 62878 |
| Jerome, Jerome K. (Jerome Klapka) | 84094 | 72931 | 6314 | 3005 | 2500 | 8239 | 19948 | 35220 | 22557 |
| Melville, Herman | 158576 | 62681 | 7069 | 9151 | 2788 | 29270 | 11388 | 20963 | 40730 |
| Poe, Edgar Allan | 95260 | 44433 | 2811 | 6162 | 1688 | 7247 | 1948 | 3264 | 16941 |
| Thoreau, Henry David | 85136 | 35961 | 1740 | 968 | 614 | 7908 | 2367 | 4691 | 13045 |
| Webster, Noah | 74895 | 121856 | 16134 | 167 | 1271 | 26512 | 1976 | 1466 | 2843 |
| Austin, Mary Hunter | 23209 | 17702 | 1193 | 762 | 196 | 1870 | 5152 | 8886 | 6068 |
| Burgess, Thornton W. (Thornton Waldo) | 47425 | 56145 | 3091 | 4321 | 646 | 701 | 20011 | 25274 | 6870 |
| Burroughs, Edgar Rice | 90502 | 79193 | 5278 | 3760 | 560 | 6379 | 11615 | 32111 | 24368 |
| Burroughs, John | 98763 | 52354 | 2168 | 2100 | 1450 | 10515 | 4321 | 10109 | 21534 |
| Crane, Stephen | 35832 | 36304 | 3395 | 3210 | 873 | 1253 | 11733 | 21577 | 11118 |
| Eliot, T. S. (Thomas Stearns) | 1869 | 1602 | 98 | 63 | 141 | 209 | 193 | 594 | 358 |
| Fitzgerald, F. Scott (Francis Scott) | 21640 | 23117 | 2214 | 1890 | 1400 | 1300 | 7294 | 13010 | 12358 |
| Fitzgerald, Robert | 3258 | 1979 | 224 | 426 | 22 | 245 | 1473 | 884 | 1257 |
| Frost, Robert | 1882 | 2085 | 307 | 156 | 149 | 182 | 1437 | 1180 | 1169 |
| Ives, Charles | 2247 | 1240 | 118 | 43 | 38 | 108 | 268 | 944 | 1554 |
| James, William | 70828 | 44584 | 2007 | 1471 | 1845 | 6026 | 12014 | 8134 | 17126 |
| Johnston, Mary | 122841 | 87276 | 7061 | 15430 | 799 | 6355 | 20954 | 52024 | 35107 |
| London, Jack | 209185 | 184271 | 10994 | 7880 | 2085 | 8903 | 43576 | 56267 | 50369 |
| Lovecraft, H. P. (Howard Phillips) | 8370 | 6893 | 80 | 145 | 295 | 873 | 2186 | 2935 | 1633 |
| Muir, John | 37633 | 16060 | 189 | 349 | 286 | 2203 | 1014 | 1446 | 7350 |
| Reeve, Arthur B. (Arthur Benjamin) | 72185 | 71763 | 6725 | 2050 | 494 | 647 | 13239 | 46940 | 18312 |
| Tesla, Nikola | 2667 | 1464 | 23 | 4 | 72 | 130 | 46 | 44 | 492 |
| Train, Arthur Cheney | 31177 | 31539 | 2899 | 4202 | 559 | 1612 | 9580 | 20791 | 11393 |
| Twain, Mark | 301782 | 214282 | 15091 | 17105 | 11896 | 45842 | 70254 | 27593 | 132977 |
| Webster, Jean | 30178 | 31735 | 3423 | 2671 | 561 | 3442 | 21779 | 14177 | 12467 |
| James, Henry | 325987 | 214862 | 25800 | 16171 | 7605 | 41188 | 80658 | 131176 | 115784 |
| Whistler, James McNeill | 4333 | 3604 | 220 | 340 | 355 | 228 | 763 | 1991 | 2348 |
| Anderson, Sherwood | 17412 | 23609 | 736 | 348 | 48 | 354 | 4515 | 7414 | 2613 |
| Chopin, Kate | 11516 | 10375 | 936 | 703 | 214 | 1507 | 4754 | 4025 | 2471 |
| Montaigne, Michel de | 59139 | 17130 | 1639 | 395 | 6590 | 6319 | 42399 | 3497 | 10466 |
| Corneille, Pierre | 81603 | 76179 | 5758 | 3803 | 9407 | 13414 | 74994 | 1658 | 17223 |
| Descartes, René | 8675 | 2675 | 216 | 28 | 569 | 1450 | 8953 | 0 | 1323 |
| La Bruyère, Jean de | 11914 | 3296 | 659 | 205 | 1376 | 2465 | 10869 | 0 | 1622 |
| La Fayette, Madame de (Marie-Madeleine Pioche de La Vergne) | 8454 | 4475 | 203 | 111 | 405 | 1653 | 9329 | 609 | 1849 |
| La Fontaine, Jean de | 928 | 508 | 73 | 38 | 171 | 163 | 905 | 0 | 191 |
| Molière | 33967 | 32228 | 3738 | 4712 | 1848 | 5018 | 24987 | 1148 | 18108 |
| Racine, Jean | 1437 | 803 | 243 | 150 | 64 | 126 | 1059 | 4 | 283 |
| Sévigné, Madame de | 19671 | 11838 | 731 | 817 | 3667 | 6615 | 18349 | 0 | 4013 |
| Boileau Despréaux, Nicolas | 1095 | 346 | 42 | 50 | 137 | 142 | 666 | 2 | 103 |
| Diderot, Denis | 44103 | 33153 | 4085 | 2849 | 3451 | 11748 | 41987 | 824 | 17307 |
| Montesquieu, Charles de Secondat, baron de | 18022 | 14469 | 557 | 286 | 2333 | 3396 | 15848 | 0 | 2430 |
| Prévost, abbé | 14424 | 9933 | 187 | 181 | 183 | 1370 | 14461 | 0 | 2347 |
| Robespierre, Maximilien | 20325 | 9450 | 1683 | 799 | 1327 | 4228 | 18472 | 426 | 3715 |
| Voltaire | 13091 | 7607 | 751 | 568 | 979 | 2330 | 10047 | 73 | 2264 |
| Voltaire, Francois-Marie de | 4625 | 2695 | 102 | 5 | 350 | 681 | 3676 | 58 | 1461 |
| Balzac, Honoré de | 107560 | 63066 | 6144 | 8468 | 4153 | 7165 | 67406 | 1695 | 47913 |
| Barbey d’Aurevilly, J. (Jules) | 24710 | 10961 | 815 | 2441 | 576 | 1008 | 17804 | 114 | 8760 |
| Baudelaire, Charles | 4222 | 1679 | 166 | 602 | 163 | 409 | 2619 | 37 | 1488 |
| Brillat-Savarin | 8961 | 4653 | 126 | 198 | 640 | 1893 | 7471 | 0 | 1653 |
| Champollion, Jean-François | 7551 | 3092 | 20 | 43 | 439 | 1222 | 5200 | 190 | 1505 |
| Chateaubriand, René | 13048 | 8243 | 408 | 407 | 2212 | 2057 | 10225 | 0 | 3753 |
| Daudet, Alphonse | 74593 | 61868 | 3101 | 6979 | 4478 | 4175 | 46940 | 7342 | 17543 |
| Dumas, Alexandre | 522106 | 271871 | 42670 | 49818 | 21523 | 58216 | 281228 | 11475 | 276532 |
| Flaubert, Gustave | 61192 | 34205 | 2597 | 8415 | 3656 | 8346 | 39629 | 4017 | 19977 |
| Gautier, Théophile | 58714 | 21310 | 1496 | 3316 | 2481 | 8761 | 35723 | 957 | 13727 |
| Gounod, Charles | 4265 | 1881 | 124 | 330 | 318 | 461 | 3650 | 0 | 946 |
| Hugo, Victor | 196544 | 120615 | 11050 | 20118 | 9532 | 21874 | 143906 | 1011 | 70776 |
| Itard, Jean Marc Gaspard | 1512 | 577 | 11 | 10 | 43 | 167 | 1343 | 0 | 226 |
| Littré, Emile | 1691 | 889 | 51 | 7 | 72 | 294 | 1479 | 2 | 366 |
| Maupassant, Guy de | 104591 | 61134 | 5000 | 5970 | 8033 | 8009 | 64082 | 7235 | 28390 |
| Mérimée, Prosper | 9560 | 7869 | 521 | 534 | 347 | 903 | 8313 | 4 | 3292 |
| Michelet, Jules | 315711 | 221203 | 7290 | 6042 | 17067 | 22295 | 181002 | 478 | 50705 |
| Musset, Alfred de | 32857 | 31251 | 5458 | 4873 | 1029 | 5977 | 26753 | 219 | 12377 |
| Sand, George | 413605 | 243856 | 25416 | 36394 | 14391 | 47229 | 358041 | 6909 | 138019 |
| Stendhal | 48796 | 31004 | 1833 | 2583 | 2639 | 6658 | 23672 | 1197 | 14557 |
| Taine, Hippolyte | 64602 | 33193 | 1605 | 1798 | 4103 | 9232 | 37267 | 258 | 19426 |
| Talleyrand-Périgord, Charles Maurice de, prince de Bénévent | 70092 | 43652 | 823 | 286 | 2499 | 6470 | 57717 | 774 | 15350 |
| Tocqueville, Alexis de | 21513 | 13081 | 296 | 42 | 1101 | 3961 | 23654 | 22 | 4976 |
| Vallès, Jules | 13891 | 13119 | 1224 | 4106 | 858 | 1468 | 13426 | 16 | 7100 |
| Verlaine, Paul | 4962 | 2231 | 237 | 796 | 165 | 153 | 3217 | 4 | 982 |
| Verne, Jules | 285418 | 177003 | 15625 | 31950 | 4473 | 10451 | 179124 | 6258 | 119209 |
| Vigny, Alfred de | 22390 | 11432 | 1242 | 2313 | 1471 | 3818 | 17656 | 670 | 9799 |
| Zola, Émile | 409494 | 204288 | 12229 | 28025 | 10125 | 19990 | 211618 | 459 | 87402 |
| Adam, Paul | 28966 | 31392 | 1263 | 3327 | 882 | 1422 | 18773 | 0 | 10520 |
| Alain-Fournier | 5814 | 4805 | 200 | 300 | 334 | 276 | 3876 | 246 | 2185 |
| Allais, Alphonse | 14480 | 11030 | 1296 | 2454 | 943 | 280 | 9979 | 10 | 8406 |
| Claudel, Paul | 4291 | 6434 | 1064 | 1033 | 68 | 51 | 4695 | 124 | 7081 |
| Colette | 12296 | 9867 | 1022 | 1190 | 746 | 219 | 7074 | 1377 | 4598 |
| Fabre, Jean-Henri | 15936 | 7663 | 494 | 224 | 560 | 1760 | 13282 | 0 | 1958 |
| France, Anatole | 111443 | 81740 | 3158 | 3448 | 8311 | 6074 | 81669 | 1419 | 30737 |
| Gide, André | 7289 | 6047 | 655 | 924 | 820 | 1658 | 6805 | 160 | 5116 |
| Huysmans, J.-K. (Joris-Karl) | 2009 | 696 | 42 | 108 | 56 | 268 | 1094 | 0 | 685 |
| Le Bon, Gustave | 10871 | 7827 | 189 | 50 | 572 | 578 | 10894 | 0 | 2884 |
| Leblanc, Maurice | 5052 | 4866 | 652 | 500 | 364 | 17 | 4133 | 2 | 3815 |
| Loti, Pierre | 99429 | 45989 | 1424 | 3795 | 3314 | 10353 | 51966 | 1154 | 21250 |
| Maspero, G. (Gaston) | 6908 | 4199 | 13 | 3 | 580 | 501 | 4730 | 8 | 1301 |
| Massenet, Jules | 7017 | 3697 | 155 | 684 | 309 | 247 | 4939 | 0 | 1280 |
| Proust, Marcel | 67836 | 26358 | 1456 | 1900 | 2429 | 2762 | 48827 | 4253 | 17833 |
| Régnier, Henri de | 1562 | 612 | 30 | 76 | 74 | 219 | 1297 | 0 | 105 |
| Renard, Jules | 10729 | 8610 | 855 | 1350 | 1083 | 270 | 7328 | 35 | 5180 |
| Rostand, Edmond | 2781 | 4301 | 646 | 2170 | 2621 | 110 | 2163 | 60 | 1186 |
| Leroux, Gaston | 24243 | 32336 | 2058 | 6618 | 1403 | 976 | 20197 | 2315 | 12984 |
| Poedelaire | 28105 | 13886 | 861 | 1603 | 598 | 2684 | 21811 | 1129 | 13647 |
dica.unblnc <- tepDICA.inference.battery(FrEnAuthors.unblnc, make_data_nominal = FALSE,
unblnc.dx.disj, make_design_nominal = FALSE, symmetric = TRUE, graphs = FALSE)
## [1] "It is estimated that your iterations will take 0.15 minutes."
## [1] "R is not in interactive() mode. Resample-based tests will be conducted. Please take note of the progress bar."
## ================================================================================
rownames(dica.unblnc$Fixed.Data$TExPosition.Data$fi) <- sub(".","", rownames(dica.unblnc$Fixed.Data$TExPosition.Data$fi))
colnames(dica.unblnc$Fixed.Data$TExPosition.Data$fi) <- paste0("Component ", c(1:ncol(dica.unblnc$Fixed.Data$TExPosition.Data$fi)))
colnames(dica.unblnc$Fixed.Data$TExPosition.Data$fj) <- paste0("Component ", c(1:ncol(dica.unblnc$Fixed.Data$TExPosition.Data$fj)))
colnames(dica.unblnc$Fixed.Data$TExPosition.Data$fii) <- paste0("Component ", c(1:ncol(dica.unblnc$Fixed.Data$TExPosition.Data$fii)))
PlotScree(dica.unblnc$Fixed.Data$TExPosition.Data$eigs)
## Warning: Ignoring unknown aesthetics: text
## Warning: Removed 65 rows containing missing values (geom_point).
## Warning: Ignoring unknown aesthetics: text